Self-Supervised Canonicalization: 
Recent research has shown that self/weak supervision is sufficient for learning pose canonicalization on point clouds [1]}, [2]}, [3]}, [4]}, 2D key-points [5]}, and images [6]}.
None of these previous self-supervised methods can operate directly on neural fields – to the best of our knowledge, ours is the first.
